Senior Machine Learning Scientist I - Genai Applications

Booking Booking · Hospitality · Tel Aviv, Israel · ML Science

Senior Machine Learning Scientist focused on GenAI Applications within Booking.com's Data & AI Marketplace department. The role involves designing, developing, and evaluating agentic, ML-powered solutions for customer-facing applications like booking search and trip planning, utilizing LLMs, recommendation systems, and agent-based architectures. Key responsibilities include researching, training, fine-tuning, and evaluating models, driving experimentation, and collaborating with cross-functional teams to deploy AI solutions.

What you'd actually do

  1. Explore and apply state-of-the-art techniques in multimodal machine learning.
  2. Train innovative ML models (NLP, CV, LLM-finetuning…), build algorithms, and engineering approaches to drive business impact..
  3. Coding skills: ensure implementation of reusable frameworks (clean and scalable code).
  4. Conduct data analysis with detailed metrics to evaluate model’s performance, labels quality, features exploration.
  5. Work closely with machine learning engineers to ensure the model's latency/throughput meets product requirements and ensure deployment of your model to production.

Skills

Required

  • Advanced knowledge and experience in Computer Vision and Natural Language Processing
  • engineering aspects of developing ML and GenerativeAI models at scale
  • Experience designing and executing end-end research and development plans and generating impact through large-scale machine learning model development
  • Masters degree, PhD or equivalent experience in a quantitative field (e.g. Computer Science, Engineering Mathematics, Artificial Intelligence, Physics, etc.)
  • Experience on multiple machine learning facets: working with large data sets, model development, statistics, experimentation, data visualization, optimization, software development
  • Experience collaborating cross functionally in the development of machine learning products (e.g. Developers, UX specialists, Product Managers, etc.)
  • Strong working knowledge of Python, Java, Kafka, Hadoop, SQL, and Spark or similar technologies
  • Working experience with version control systems
  • Excellent English communication skills, both written and verbal

Nice to have

  • Preferably evidenced by peer-reviewed publication, patents, open sourced code or the like
  • Successfully driving technical, business and people related initiatives that improve productivity, performance and quality while communicating with stakeholders at all levels
  • Leading by example, gaining respect through actions, not your title. Developing your team and motivating them to achieve their goals. Providing feedback timely and managing your key team performance indicators

What the JD emphasized

  • customer-facing GenAI applications
  • agent-based architectures
  • customer experience
  • customer experience
  • customer experience

Other signals

  • designing and delivering agentic, ML-powered solutions
  • builds AI-driven applications and conversational agents
  • researching, training, fine-tuning, and rigorously evaluating models leveraging LLMs, recommendation systems, and agent-based architectures